Self-Supervised Learning

Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training ACL 2023 Difference-Masking: Choosing What to Mask in Continued Pretraining EMNLP 2023 Differentiable and Transportable Structure Learning ICML 2023 Difficulty-Based Sampling for Debiased Contrastive Representation Learning CVPR 2023 Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation ICLR 2023 Diffusion Based Representation Learning ICML 2023 DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video AAAI 2023 Dink-Net: Neural Clustering on Large Graphs ICML 2023 DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction CVPR 2023 Disentangled Representation Learning for Unsupervised Neural Quantization CVPR 2023 Disentanglement via Latent Quantization NeurIPS 2023 Disentangling Voice and Content with Self-Supervision for Speaker Recognition NeurIPS 2023 Disfluent Cues for Enhanced Speech Understanding in Large Language Models EMNLP 2023 Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023 Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-Grained Student Ensemble AAAI 2023 DistillCSE: Distilled Contrastive Learning for Sentence Embeddings EMNLP 2023 DLBD: A Self-Supervised Direct-Learned Binary Descriptor CVPR 2023 DMLM: Descriptive Masked Language Modeling ACL 2023 Does Learning from Decentralized Non-IID Unlabeled Data Benefit from Self Supervision? ICLR 2023 Domain Adaptation for Speech Enhancement in a Large Domain Gap Interspeech 2023 Don’t Be So Sure! Boosting ASR Decoding via Confidence Relaxation AAAI 2023 Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters Interspeech 2023 Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023 DPE: Disentanglement of Pose and Expression for General Video Portrait Editing CVPR 2023 DrapeNet: Garment Generation and Self-Supervised Draping CVPR 2023